The Intelligence Revolution
When intelligence stops being scarce, value shifts from possession to deployment
Published thinking
Articles and companion essays.
A growing collection on AI economics, intelligence, production systems and the redesign of professional work.
Articles
The AI series.
The first three published articles in a five-part series, moving from the economics of abundant intelligence to collective intelligence and AI-native workflows.
Human, Artificial, Collective
From individual cognition to collective intelligence in the age of AI
Beyond the Prompt
The AI-Native Firm
“The prompt was the demo. The workflow is the strategy.”
Beyond the Prompt
Companion essays
The capability beneath the argument.
Three technical essays on the capability, system and routing layers that make AI useful, governable and adaptable in real work.
What Is AI?
AI Is Not One Thing: why the capability stack matters - and where generative AI fits
What Is Generative AI?
The Model Is Not the System: what language models are, what software adds, and how systems turn capability into work
Choosing Models and Providers
There Is No Best Model: why selection is a routing decision - and why the choosing capability matters more than the choice
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